Personal Research on Deep Neural Network Optimization
Sept. 2021 - OngoingCreation of novel optimization algorithms for optimizing deep neural networks.
Projects
Reinforcement Learning for Solving Variable Order MDPs
Nov. 2022 - Feb. 2023Research project about designing an efficient RL algorithm for Markov decision processes of variable order.
Handwritten Mathematical Expression Recognition
Nov. 2022 - Feb. 2023Designing a deep learning model based on the transformer architecture to read the image of a mathematical expression and convert it to LateX.
[Contest] Protein Function Prediction
Dec. 2022 - Jan. 2023A Kaggle challenge about predicting the function of proteins from their sequences and 3D structure.
[Contest] Swarm Rescue Challenge
Oct. 2021 - March 2022A 6-month team contest about controlling drones to rescue people in a collapsed building, where we won the 1st prize!
Personal Research on Nonlinear Least Squares
Feb. 2021 - Sept. 2021Creation of novel optimization algorithms for solving nonlinear least squares problems.
[Internship at INRIA] Robust PCA for Traffic Prediction
July 2021 - Aug. 2021Design of an algorithm for noise extraction inspired by Robust Principal Component Analysis, during a short research internship at INRIA.